Multiterminal source-channel communication under orthogonal multiple access

Jin Jun Xiao, Zhi Quan Luo

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Abstract

We consider the problem of transmitting a number of distributed sources through an orthogonal multiple access channel to a common destination. We characterize the optimal tradeoff between the transmission cost and the distortion as measured against individual sources. The approach consists of two steps: (1) a multiple- letter characterization of the rate-distortion region for the multiterminal source coding; (2) a source-channel separation theorem ensuring that all achievable cost- distortion pairs can be obtained by combining the rate-distortion region and the orthogonal multiple access channel capacity region. As a corollary, we determine the optimal power-distortion tradeoff in a quadratic Gaussian sensor network under orthogonal multiple access, and show that separate source-channel coding strictly outperforms the uncoded (amplify-forward) transmission, and is in fact optimal in this case. This result is in sharp contrast to the case of non-orthogonal multiple access for which separate source-channel coding is not only suboptimal but also strictly inferior to uncoded transmission [12].

Original languageEnglish (US)
Title of host publication43rd Annual Allerton Conference on Communication, Control and Computing 2005
PublisherUniversity of Illinois at Urbana-Champaign, Coordinated Science Laboratory and Department of Computer and Electrical Engineering
Pages1247-1256
Number of pages10
ISBN (Electronic)9781604234916
StatePublished - Jan 1 2005
Event43rd Annual Allerton Conference on Communication, Control and Computing 2005 - Monticello, United States
Duration: Sep 28 2005Sep 30 2005

Publication series

Name43rd Annual Allerton Conference on Communication, Control and Computing 2005
Volume3

Other

Other43rd Annual Allerton Conference on Communication, Control and Computing 2005
Country/TerritoryUnited States
CityMonticello
Period9/28/059/30/05

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